KI member Regina Barzilay continues her work to improve early cancer detection through machine learning algorithms. In an article published in Science Translational Medicine, Barzilay and colleagues describe the training and use of a deep convolutional neural network to compare markings on patients' skin to identify signs of pre-cancerous lesions.